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4 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. What Do Tabular Foundation Models Compute In Context? In-Situ Representation Refinement through Attention-Gated Updates

    Sep 23, 2026Tian Zhou, Beverly Jin, Linxiao Yang +6Tabular Foundation ModelsIn-Context Learning

    Ant Group · Independent Researcher

  2. CacheDyG: Decoupling Temporal Propagation for Efficient Dynamic Graph Learning

    Sep 22, 2026PinHeng Zong, Ye YuanTemporal Graph Neural NetworksGraph Representation Learning

    College of Computer and Information Science, Southwest University, Chongqing, China

  3. XAI-Refine: An Automated Explanation-Knowledge Loop for Brain-Age Prediction

    Sep 8, 2026Yang Qiao, Junjie Wu, Deqiang Qiu +2Brain AgeExplainable AI Methods

    Department of Computer Science Emory University Atlanta, Georgia, USA · Department of Radiology and Imaging Sciences Computational NeuroImaging & Neuroscience Lab, Emory University Atlanta, Georgia, USA · Department of Neurology Emory University School of Medicine Atlanta, Georgia, USA

  4. SignRefine: Adapting Foundational Video Models for Sign Language Generation

    Sep 8, 2026Anton Pelykh, Edward Fish, Ozge Mercanoglu Sincan +1Sign Language TranslationOnline Signature Verification

    Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford, UK

  5. Slope-Guided Mamba and Angular-Refined Transformer for Light Field Super-Resolution

    Jul 1, 2026Li Jin, Jian Huang, Junde Lu +3Generative Super-ResolutionScale-Ambiguous Epipolar Geometry

    Hangzhou International Innovation Institute, Beihang University, Hangzhou, China

  6. MemRefine: LLM-Guided Compression for Long-Term Agent Memory

    Jun 11, 2026Minjae Kim, Jinheon Baek, Soyeong Jeong +1Long-Term Agent MemoryLarge Language Model Memory

    Korea University · KAIST

  7. Physics-Informed Residuals for Adaptive Mesh Refinement in Finite-Difference PDE Solvers

    Jun 1, 2026Henry Kasumba, Ronald KatendeSolversRefinevla

    Department of Mathematics · Makerere University · 7062, Kampala, Uganda +2

  8. Pool-Select-Refine for Allocation-Aware Generative Dataset Distillation

    Jun 1, 2026Wenmin Li, Shunsuke Sakai, Zhongkai Zhao +1Diffusion-Based Dataset DistillationDataset Distillation

    Graduate School of Engineering, University of Fukui, 3-9-1 Bunkyo, Fukui, 910-8507, Fukui, Japan · College of Computer Science and Artificial Intelligence, Southwest Minzu University, No.168, Wenxing Section, Dajian Road, Konggang Development Zone, Shuangliu District, Chengdu, 610225, Sichuan, China

  9. Natural Human Motion Recovery by Aligning High-Order Temporal Dynamics from Monocular Videos

    May 26, 2026Dingkun Wei, Zehong Shen, Yan Xia +3Monocular VideoHuman Motion

    Zhejiang University · Ant Group · The University of Texas at Austin

  10. Generator-Refiner-Examiner: A Tri-Module Data Augmentation Framework for 3D Human Avatar Learning from Monocular Videos

    May 22, 2026Gangjian Zhang, Jian Shu, Sicheng Yu +3Avatar ReconstructionAnimatable 3D Human Avatars

    HKUST(GZ) Guangzhou, China · Nanyang Technological University Singapore

  11. PREFINE: Preference-Based Implicit Reward and Cost Fine-Tuning for Safety Alignment

    May 20, 2026Richa Verma, Bavish Kulur, Sanjay Chawla +1Reward-Only Policy Optimization VariantsSafety Alignment

    TCS Research, Department of CSE, IIT Madras India · Department of Computing Science, University of Alberta Canada · Qatar Computing Research Institute, Hamad Bin Khalifa University Qatar +1

  12. Divide-Prompt-Refine: a Training-Free, Structure-Aware Framework for Biomedical Abstract Generation

    May 20, 2026Sylvey Lin, Joe Menke, Shufan Ming +3Biomedical TextSummarization

    School of Information Sciences, University of Illinois Urbana-Champaign, Champaign, IL · Department of Psychiatry, University of Illinois College of Medicine, Chicago, IL

  13. DeepRefine: Agent-Compiled Knowledge Refinement via Reinforcement Learning

    May 11, 2026Haoyu Huang, Jiaxin Bai, Shujie Liu +6RefinevlaReusable Knowledge

    1HKUST · 2HKBU · 3Microsoft Research Asia

  14. Prototype Guided Post-pretraining for Single-Cell Representation Learning

    May 8, 2026Sachini Weerasekara, Natasha Darras, Sagar Kamarthi +2TranscriptomicsSingle-Cell Foundation Models

    Sachini Weerasekara∗ · Natasha Darras · Sagar Kamarthi +2

  15. Open-Ended Task Discovery via Bayesian Optimization

    May 8, 2026Masaki Adachi, Yuta Suzuki, Juliusz ZiomekBayesian OptimizationScientific Workflows

    Lattice Lab · Toyota Motor Corporation · Machine Learning Research Group +1

  16. EGREFINE: An Execution-Grounded Optimization Framework for Text-to-SQL Schema Refinement

    May 1, 2026Jiaqian Wang, Yutao Qi, Wenjin Hou +2Text-To-SqlSql

    Xidian University, Xi’an, Shaanxi 710071, China

  17. ReFineVLA: Multimodal Reasoning-Aware Generalist Robotic Policies via Teacher-Guided Fine-Tuning

    Apr 20, 2026Tuan Van Vo, Tan Q. Nguyen, Khang Nguyen +5Diffusion-Based Vision-Language-ActionsMultimodal Reasoning

    VinRobotics, Hanoi. Vietnam · Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), UAE. · University of Texas at Arlington, Texas, USA +4

  18. FlowRefiner: Flow Matching-Based Iterative Refinement for 3D Turbulent Flow Simulation

    Apr 18, 2026Yilong Dai, Yiming Sun, Yiheng Chen +3Turbulent FlowsIterative Refinement

    University of Alabama · University of Pittsburgh

  19. Transport Discrepancy as a Reliability Signal for Vision-Language-Action Models

    Dec 1, 2025Wanpeng Zhang, Ye Wang, Hao Luo +6Action ChunksDiscrepancy

    1Peking University · 3BeingBeyond · 2Renmin University of China